@InProceedings{balcan_et_al:LIPIcs.ITCS.2018.5, author = {Balcan, Maria-Florina and Liang, Yingyu and Woodruff, David P. and Zhang, Hongyang}, title = {{Matrix Completion and Related Problems via Strong Duality}}, booktitle = {9th Innovations in Theoretical Computer Science Conference (ITCS 2018)}, pages = {5:1--5:22}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-060-6}, ISSN = {1868-8969}, year = {2018}, volume = {94}, editor = {Karlin, Anna R.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2018.5}, URN = {urn:nbn:de:0030-drops-83583}, doi = {10.4230/LIPIcs.ITCS.2018.5}, annote = {Keywords: Non-Convex Optimization, Strong Duality, Matrix Completion, Robust PCA, Sample Complexity} }